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Solution

Connect fragmented operational data

Very few industrial problems are caused by missing data. They are caused by data that never meets: maintenance in one system, production in another, cost in a third.

What this looks like on site

  • The same event appears differently in three systems
  • Asset naming is inconsistent between maintenance and production
  • Analysis begins with a week of manual data preparation
  • Every question requires a new export

What it costs you

Fragmentation converts every decision into a project. The delay, not the analysis, is what costs money.

Who this is for: IT and OT leaders, data managers and operations directors.

What VMatrix provides

What we build

  • Source system inventory and field-level data mapping
  • Common asset hierarchy and event taxonomy
  • Approved, read-only data pipelines from your systems
  • Reconciliation against your existing reporting
  • A single operational record that downstream intelligence can use

Outcomes

What you should expect

  • One consistent operational picture across systems
  • Analysis that starts from data rather than from data preparation
  • A foundation any future intelligence module can build on

What we need from you

We begin with the records you already keep. Nothing here requires new instrumentation.

  • An inventory of the systems currently in use
  • Sample extracts from each system
  • Asset register and any existing hierarchy definitions

How implementation works

  1. 1System and field inventory
  2. 2Mapping and taxonomy design
  3. 3Pipeline configuration with your IT/OT approvals
  4. 4Reconciliation and validation
  5. 5Handover and documentation

Timeline, investment and next step

Timeline
Diagnostic in 10 business days; deployment normally 6–8 weeks
Cost
Fixed fee, quoted after scoping
Recommended engagement
Industrial Intelligence Diagnostic

A structured review of your operational records, losses and systems that returns a ranked, costed opportunity list.

See what this includes

Related product

Industrial Command Intelligence

One operational picture across sites, systems and functions.

Brings the intelligence layers together into a group-level command view with standardised definitions, exposure ranking and validated value by site.

See the platform

Find the right starting point for your operation

Answer five questions and we will tell you which engagement fits, what it costs, how long it takes and what we need from you. Or book a complimentary 30-minute fit consultation.